Search for tag: "network"

Ising Model on Locally Tree-like Graphs: Uniqueness of Solutions to Cavity Equations, Qian Yu, Post Doc (3000000)

In the study of Ising models on large locally tree-like graphs, in both rigorous and non-rigorous methods one is often led to understanding the so-called belief propagation distributional recursions…

From  Research Princeton Research Day 1 likes 32 plays

Solving Sudoku Puzzles with Recurrent Neural Networks, Richard Zhu, UG '23 (3967706)

Recent advancements in machine learning have allowed for near-human or even superhuman performance in applications spanning chess-playing, protein folding, and natural language generation. Sudoku, a…

From  Research Princeton Research Day 1 likes 58 plays

How Nature’s Tiniest Soda Could Help Feed the World: The Story of the Algal Pyrenoid, Eric Franklin, G4 (3965535)

Plants are responsible for almost everything around us. Not just as crops for us or livestock to eat, but also for the wood that makes up our houses and furniture, the cotton that we wear as clothes,…

From  Research Princeton Research Day 6 likes 119 plays

Using a Theory of Human Cognition to Improve Computer Agents, Albert Lin, UG '23 (3965329)

Current reinforcement learning (RL) models still have difficulty generalizing to novel, but related, tasks. They are also often composed of deep neural networks which carry out computations that do…

From  Research Princeton Research Day 3 likes 37 plays

Local Damages from Hurricanes: Application of Machine Learning with Satellite Data, Katie Kolodner, UG '24 (3963520)

Though hurricanes are some of the most destructive natural disasters, with the frequency of intense and damaging hurricanes increasing due to climate change, current estimates of damages from…

From  Research Princeton Research Day 1 likes 28 plays

A Tale of Modern Computers and the Ancient Seafloor, Indu Panigrahi, UG '23 (3926464)

When teaching a student, you sometimes have to come up with more than one way of explaining the same concept. The same ideas apply when teaching a machine how to interpret images. We have images from…

From  Research Princeton Research Day 3 likes 83 plays

SmartCookie: Distributed In-Network SYN Flooding Mitigation, Sophia Yoo, G2 (3938706)

SYN-flooding attacks, a pervasive class of DDoS attacks, target the TCP three-way handshake to exhaust server resources, leading to poor performance for legitimate clients. In this work, we present…

From  Research Princeton Research Day 0 likes 69 plays

4.18.2022 MAE Faculty Search

From  Broadcast Broadcast Center Staff 0 likes 12 plays

Intro to Machine Learning, Part 3 of 4

Intro to Machine Learning, Part 3 of 4

From  Andrea Rubinstein 0 likes 3 plays

Intro to Machine Learning, Part 2 of 4

Intro to Machine Learning, Part 2 of 4

From  Andrea Rubinstein 0 likes 2 plays

Intro to Machine Learning, Part 1 of 4

Intro to Machine Learning, Part 1 of 4

From  Andrea Rubinstein 0 likes 17 plays

EEB 522 Seminar Series- Woi Sok Oh & Jeffrey Smith

Woi Sok OhPrinceton University “Climate and conflict on internal displacement: network analysis of Somali case” Jeffrey SmithPrinceton University “Ignoring key parameters in species…

From  EEB EEB Media 0 likes 3 plays

Wintersession - Information Security in the News

As we enter 2022, we look back at the state of information security over the past few years. Coronavirus scams, the natural gas pipeline ransomware attack, foreign hacking groups, the SolarWinds…

From  Stefanie Clerkin 0 likes 12 plays

(Episode 5) 7 Tips for Securing your IoT Devices

This series of short videos answers frequently asked information security questions and shares insights from professionals in the field. Join us as we ask the important questions and have some fun in…

From  Tara Schaufler 0 likes 215 plays

Securing Your Home Network - It's Not That Scary

(InfoSec 201) This session is back by popular demand (offered at Princeton in 2019). Most households have networks of devices linked to the internet. This network often includes computers, gaming…

From  Stefanie Clerkin 0 likes 4 plays

Engage 2021 - A Keynote Conversation with Tech Pioneer, Marian Croak

Dr. Marian Croak, a member of the Princeton Class of 1977 and a vice president for responsible AI and human-centered technology at Google Research, will be one of the first two Black women inducted…

From  Innovation Innovation Communication 0 likes 9 plays